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Automation Risk Analysis

Will “Collection Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #671 of 702. Estimated risk: 98.0%

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AI Exposure Risk

61%

“Collection Clerk” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 61% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Collection Clerk” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Bookkeeping, Accounting, and Auditing Clerks, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Compute, classify, and record numerical data to keep financial records complete. Perform any combination of routine calculating, posting, and verifying duties to obtain primary financial data for use in maintaining accounting records. May also check the accuracy of figures, calculations, and postings pertaining to business transactions recorded by other workers.

Avg. Annual Salary $52,020
Avg. Hourly Wage $25.01
Available Jobs (US) 1,455,770
Job Title & Hierarchy Code (SOC) Bookkeeping, Accounting, and Auditing Clerks #43-3031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Bookkeeping, Accounting, and Auditing Clerks”

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Core Skills & Abilities

  • Complete and submit tax forms and returns, workers' compensation forms, pension contribution forms, and other government documents.

  • Reconcile records of bank transactions.

  • Compile statistical, financial, accounting, or auditing reports and tables pertaining to such matters as cash receipts, expenditures, accounts payable and receivable, and profits and losses.

  • Prepare purchase orders and expense reports.

  • Calculate and prepare checks for utilities, taxes, and other payments.

  • Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.

  • Comply with federal, state, and company policies, procedures, and regulations.

  • Calculate costs of materials, overhead, and other expenses, based on estimates, quotations and price lists.

  • Operate computers programmed with accounting software to record, store, and analyze information.

  • Operate 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.

  • Code documents according to company procedures.

  • Transfer details from separate journals to general ledgers or data processing sheets.

  • Perform general office duties, such as filing, answering telephones, and handling routine correspondence.

  • Match order forms with invoices, and record the necessary information.

  • Prepare bank deposits by compiling data from cashiers, verifying and balancing receipts, and sending cash, checks, or other forms of payment to banks.

  • Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.

  • Compare computer printouts to manually maintained journals to determine if they match.

  • Compile budget data and documents, based on estimated revenues and expenses and previous budgets.

  • Prepare and process payroll information.

  • Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.

  • Calculate, prepare, and issue bills, invoices, account statements, and other financial statements according to established procedures.

  • Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.

  • Reconcile or note and report discrepancies found in records.

  • Prepare trial balances of books.

  • Receive, record, and bank cash, checks, and vouchers.

  • Access computerized financial information to answer general questions as well as those related to specific accounts.

  • Maintain inventory records.

  • Monitor status of loans and accounts to ensure that payments are up to date.

Technologies & Software

  • FlexiFinancials FlexiLedger
  • Infor Global Solutions Starbuilder
  • SAP software
  • Medical condition coding software
  • Roundtable Software Advantage Accounting System
  • DeepSeek
  • Healthcare common procedure coding system HCPCS
  • Sage 50 Accounting
  • Oracle Fusion Applications
  • Cost accounting software
  • Tax software
  • Word processing software
  • Perplexity AI
  • Grammarly AI
  • RSM McGladrey Advanced Practice Solutions Paperless Audit
  • SAP BusinessObjects Data Integrator
  • Microsoft Copilot
  • Microsoft PowerPoint
  • MEDITECH software
  • Gemini for Workspace
  • Zapier AI
  • Google Docs
  • Yardi software
  • CYMA IV Accounting for Windows
  • Tumbleweed SecureTransport
  • Microsoft SharePoint
  • American HealthTech Financial
  • Microsoft Exchange
  • Intuit QuickBooks
  • FileMaker Pro
  • Intrax ProcedureNet
  • General ledger software
  • Oracle PeopleSoft
  • Automation Counselors municiPAL
  • Microsoft Windows
  • Mistral (Mistral AI)
  • Qwen (Alibaba)
  • Iron Mountain Accutrac records management software
  • AcornSystems Corporate Performance Management
  • Oracle PeopleSoft Financials
  • RSM McGladrey Auditor Assistant
  • Auditing software
  • Paisley IssueTrack
  • Database software
  • ComputerEase construction accounting software
  • Customer information control system CICS
  • Quicken
  • Sage 100 ERP
  • Pentana audit work system PAWS
  • IBM Notes
  • Paisley RiskNavigator
  • Oracle Database
  • ATX Total Accounting Office
  • LexisNexis
  • Dropbox
  • Oracle JD Edwards EnterpriseOne
  • AMS Services AMS Sagitta
  • Accounting software
  • Spreadsheet software
  • Records management software
  • ChatGPT (OpenAI)
  • Microsoft Dynamics GP
  • FaceTime
  • SAP Concur
  • Gemini (Google)
  • Medical procedure coding software
  • ATX Total Engagement Office
  • Microsoft Access
  • Llama (Meta)
  • Microsoft Word
  • Kimi (Moonshot AI)
  • Claude (Anthropic)
  • MethodWare ProAudit Advisor
  • Oracle E-Business Suite Financials
  • ADP Pay eXpert
  • HMS
  • Accurate NXG
  • ADP Workforce Now
  • Microsoft Publisher
  • Notion AI
  • HCSS HeavyBid
  • Skype
  • Epic Systems
  • Accounts receivable software
  • Microsoft Dynamics
  • Financial statement software
  • Advanced Management Systems Software for Wineries
  • Oracle Hyperion
  • Microsoft Excel
  • Fund accounting software
  • Act!
  • UiPath (RPA + AI)
  • Blackbaud The Raiser's Edge
  • Best MIP Fund Accounting
  • Sage 100 Contractor
  • Napkin AI
  • Softrax Revenue Management
  • New Millennium Communications Genesis Accounting
  • HCSS HeavyJob
  • Google Drive
  • Heron CrossTie General Ledger
  • Financial reporting software
  • Cartesis ES Magnitude
  • IBM Cognos Impromptu
  • Human resource management software HRMS
  • Sage EDP Payroll Tax
  • Paisley Cardmap
  • Paisley Focus Control Assurance
  • OmniRIM Records Management Suite
  • UA Business Software Professional Edition
  • Asset management software
  • Business performance management BPM software
  • Fifth Walk BillingTracker
  • Accounts payable software
  • Microsoft Internet Explorer
  • Microsoft Outlook
  • Grok (xAI)
  • Financial compliance software
  • NetSuite ERP
  • SAP Business Objects
  • Data entry software
  • Paisley AutoAudit
  • Adobe Acrobat
  • SAP Crystal Reports
  • Payroll software
  • Blackbaud The Financial Edge
  • Activant Solutions Activant Prophet 21
  • Microsoft Office software
  • CCIS AccountAbility
  • PROPHIX Enterprise
  • Corporate Responsibility System Technologies Limited CRSTL Compliance Positioning System
  • AdaptaSoft CyberPay
  • AuditWare financial reporting and auditing software
  • Document management system software
  • BLS Software Invoice!
  • Microsoft Project
  • Delphi Technology
  • Nova (Amazon)
  • ACS Technologies ACS Financial Suite
  • Otter.ai
  • Receipt books
  • Desktop computers
  • Ledger sheets
  • Notebook computers
  • Financial calculators
  • 10-key calculators
  • Image scanners

Alternative Job Titles